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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

144 listings found

2018 Chevrolet Cruze LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Cruze LS

Lake Havasu City, AZ

UnscoredLimited · 17
$3,995123,092 mi

Comparison: 17 similar vehicles

Lake Havasu City, AZ

2012 Nissan Sentra SR

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan Sentra SR

Lake Havasu City, AZ

UnscoredInsufficient · 4
$4,995128,091 mi

Comparison: 4 similar vehicles

Lake Havasu City, AZ

2013 Cadillac CTS Sedan Performance Collection

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Cadillac CTS Sedan Performance Collection

Lake Havasu City, AZ

UnscoredInsufficient · 0
$5,995153,329 mi

Lake Havasu City, AZ

2000 Buick Century CUSTOM

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 Buick Century CUSTOM

Bullhead City, AZ

UnscoredInsufficient · 0
$5,995121,709 mi

Bullhead City, AZ

2016 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Ford Fusion SE

Bullhead City, AZ

UnscoredRobust · 50
$6,995180,342 mi

Comparison: 50 similar vehicles

Bullhead City, AZ

2009 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Ford Fusion SE

Bullhead City, AZ

UnscoredInsufficient · 0
$7,995103,781 mi

Bullhead City, AZ

2003 Cadillac DeVille Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Cadillac DeVille Base

Bullhead City, AZ

UnscoredInsufficient · 0
$7,99596,510 mi

Bullhead City, AZ

2015 Hyundai Sonata SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Hyundai Sonata SE

Mohave Valley, AZ

Fair PriceModerate · 29
$8,099110,051 mi

Market: $5,999 – $15,590

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Mohave Valley, AZ

2013 Hyundai Elantra GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Hyundai Elantra GLS

Lake Havasu City, AZ

Fair PriceModerate · 38
$8,395104,274 mi

Market: $4,862 – $11,990

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Lake Havasu City, AZ

2014 Chevrolet Cruze 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Cruze 1LT

Bullhead City, AZ

UnscoredLimited · 14
$8,495131,591 mi

Comparison: 14 similar vehicles

Bullhead City, AZ

2013 Kia Forte LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Kia Forte LX

Bullhead City, AZ

UnscoredInsufficient · 0
$8,49584,175 mi

Bullhead City, AZ

2013 Honda Civic LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Honda Civic LX

Bullhead City, AZ

UnscoredModerate · 43
$8,500130,010 mi

Comparison: 43 similar vehicles

Bullhead City, AZ

2014 Chevrolet Cruze ECO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Cruze ECO

Bullhead City, AZ

UnscoredInsufficient · 0
$8,99595,367 mi

Bullhead City, AZ

2016 Hyundai Sonata Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Hyundai Sonata Sport

Mohave Valley, AZ

UnscoredLimited · 8
$9,299110,113 mi

Comparison: 8 similar vehicles

Mohave Valley, AZ

2017 Hyundai Accent SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Hyundai Accent SE

Bullhead City, AZ

Fair PriceLimited · 15
$9,495115,005 mi

Market: $5,000 – $14,882

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Bullhead City, AZ

2013 Chevrolet Impala 1FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Chevrolet Impala 1FL

Bullhead City, AZ

UnscoredInsufficient · 3
$9,495137,753 mi

Comparison: 3 similar vehicles

Bullhead City, AZ

2002 Jaguar XJ Series XJ8

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Jaguar XJ Series XJ8

Bullhead City, AZ

UnscoredInsufficient · 0
$9,49592,332 mi

Bullhead City, AZ

2016 Chevrolet Cruze Limited LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Cruze Limited LS

Lake Havasu City, AZ

UnscoredInsufficient · 0
$9,53898,412 mi

Lake Havasu City, AZ

2018 Kia FORTE LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Kia FORTE LX

Bullhead City, AZ

Fair PriceLimited · 15
$10,49592,455 mi

Market: $8,495 – $13,790

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Bullhead City, AZ

2016 Scion iA Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Scion iA Base

Parker, AZ

UnscoredModerate · 25
$10,639121,377 mi

Comparison: 25 similar vehicles

Parker, AZ

2018 Hyundai Elantra SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Hyundai Elantra SE

Bullhead City, AZ

UnscoredModerate · 26
$10,995150,752 mi

Comparison: 26 similar vehicles

Bullhead City, AZ

2012 Honda Civic LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Honda Civic LX

Bullhead City, AZ

UnscoredModerate · 46
$10,995145,229 mi

Comparison: 46 similar vehicles

Bullhead City, AZ

2017 Hyundai Elantra Value Edition

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Hyundai Elantra Value Edition

Lake Havasu City, AZ

UnscoredLimited · 9
$11,396100,442 mi

Comparison: 9 similar vehicles

Lake Havasu City, AZ

2015 Nissan Altima SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Nissan Altima SL

Lake Havasu City, AZ

UnscoredLimited · 7
$12,55580,574 mi

Comparison: 7 similar vehicles

Lake Havasu City, AZ

2020 Tesla Model 3 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Tesla Model 3 Base

Lake Havasu City, AZ

UnscoredRobust · 98
$12,995131,032 mi

Comparison: 98 similar vehicles

Lake Havasu City, AZ

2020 Kia Optima EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Kia Optima EX

Lake Havasu City, AZ

UnscoredInsufficient · 0
$14,44993,028 mi

Lake Havasu City, AZ

2018 Ford Taurus Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford Taurus Limited

Lake Havasu City, AZ

UnscoredLimited · 7
$14,45582,823 mi

Comparison: 7 similar vehicles

Lake Havasu City, AZ

2020 Chevrolet Sonic LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Sonic LT

Lake Havasu City, AZ

UnscoredInsufficient · 0
$14,85350,229 mi

Lake Havasu City, AZ

2024 Chevrolet Malibu 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Chevrolet Malibu 1LT

Bullhead City, AZ

Fair PriceRobust · 80
$15,85960,904 mi

Market: $14,888 – $29,345

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Bullhead City, AZ

2023 Nissan Sentra SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Nissan Sentra SV

Lake Havasu City, AZ

Fair PriceModerate · 39
$16,264109,377 mi

Market: $12,999 – $18,400

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Lake Havasu City, AZ

2024 Chevrolet Malibu 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Chevrolet Malibu 1LT

Lake Havasu City, AZ

Fair PriceRobust · 151
$16,44957,868 mi

Market: $15,816 – $24,993

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Lake Havasu City, AZ

2023 Chevrolet Malibu 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Chevrolet Malibu 1LT

Bullhead City, AZ

Fair PriceRobust · 151
$16,495105,225 mi

Market: $10,795 – $22,997

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Bullhead City, AZ

2024 Nissan Sentra SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Nissan Sentra SV

Bullhead City, AZ

Fair PriceRobust · 94
$16,60960,002 mi

Market: $12,999 – $21,090

Comparison: 94 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Bullhead City, AZ

2019 Nissan Altima SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Nissan Altima SV

Lake Havasu City, AZ

OverpricedLimited · 12
$16,65472,562 mi

Market: $9,995 – $15,995

Comparison: 12 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Lake Havasu City, AZ

2024 Nissan Sentra SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Nissan Sentra SV

Bullhead City, AZ

Fair PriceRobust · 160
$16,66458,919 mi

Market: $15,699 – $21,848

Comparison: 160 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Bullhead City, AZ

2016 Cadillac CTS Sedan Luxury Collection

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Cadillac CTS Sedan Luxury Collection

Lake Havasu City, AZ

OverpricedLimited · 11
$17,13873,592 mi

Market: $8,628 – $16,021

Comparison: 11 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Lake Havasu City, AZ

2022 Kia FORTE GT-Line

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Kia FORTE GT-Line

Parker, AZ

OverpricedLimited · 19
$17,99571,284 mi

Market: $12,429 – $17,990

Comparison: 19 similar vehicles

Parker, AZ

2023 Nissan Altima SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Nissan Altima SV

Lake Havasu City, AZ

Fair PriceModerate · 44
$18,05564,318 mi

Market: $12,690 – $20,995

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Lake Havasu City, AZ

2025 Volkswagen Jetta SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Volkswagen Jetta SE

Bullhead City, AZ

Fair PriceModerate · 22
$18,20548,098 mi

Market: $17,096 – $20,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Bullhead City, AZ

2024 Hyundai Elantra Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Hyundai Elantra Limited

Bullhead City, AZ

UnscoredLimited · 9
$18,31961,413 mi

Comparison: 9 similar vehicles

Bullhead City, AZ

2019 Buick LaCrosse Essence

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Buick LaCrosse Essence

Lake Havasu City, AZ

UnscoredInsufficient · 0
$18,49261,754 mi

Lake Havasu City, AZ

2025 Nissan Sentra SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Nissan Sentra SV

Lake Havasu City, AZ

Fair PriceRobust · 88
$18,55942,691 mi

Market: $15,896 – $20,650

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Lake Havasu City, AZ

2024 Chevrolet Malibu 1FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Chevrolet Malibu 1FL

Lake Havasu City, AZ

Fair PriceModerate · 28
$18,61255,850 mi

Market: $16,698 – $21,514

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Lake Havasu City, AZ

2023 Nissan Sentra SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2023 Nissan Sentra SV

Lake Havasu City, AZ

UnscoredLimited · 8
$18,61650,060 mi

Comparison: 8 similar vehicles

Lake Havasu City, AZ

2025 Nissan Altima SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Nissan Altima SV

Lake Havasu City, AZ

UnscoredInsufficient · 3
$18,63053,527 mi

Comparison: 3 similar vehicles

Lake Havasu City, AZ

2025 Nissan Altima SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Nissan Altima SV

Bullhead City, AZ

Fair PriceRobust · 249
$18,71443,415 mi

Market: $17,200 – $22,981

Comparison: 249 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Bullhead City, AZ

2024 Nissan Versa Sedan S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Nissan Versa Sedan S

Lake Havasu City, AZ

UnscoredInsufficient · 0
$18,97313,282 mi

Lake Havasu City, AZ

2025 Nissan Sentra S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2025 Nissan Sentra S

Bullhead City, AZ

Fair PriceModerate · 23
$18,99030,146 mi

Market: $16,673 – $19,081

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Bullhead City, AZ

2022 Audi A4 Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Audi A4 Premium

Lake Havasu City, AZ

UnscoredInsufficient · 0
$18,99990,327 mi

Lake Havasu City, AZ

2024 Toyota Corolla LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2024 Toyota Corolla LE

Bullhead City, AZ

Fair PriceModerate · 46
$19,03262,311 mi

Market: $14,710 – $26,913

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Bullhead City, AZ

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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